Training courses, hackathons, events and jobs for Machine Learning & AI Engineers

Register and Deploy Models with SageMaker Model Registry

Towards Data Science

An Introduction To SageMaker Model Registry Continue reading on Towards Data Science

ML model registry — the “interface” that binds model experiments and model deployment

Towards Data Science

ML model registry — the “interface” that binds model experiments and model deployment. MLOps in Practice — A deep- dive into ML model registries, model versioning and model lifecycle management..

Models

Django documentation

Model API reference. For introductory material, see Models . Model field reference Field attribute reference Model index reference Constraints reference Model _meta API Related objects reference Model...

MLOps in a Nutshell: Model Registry, ML Metadata Store and Model Pipeline

Python in Plain English

The following is a collection of three shorter-form content pieces I’ve published on LinkedIn. They present three core MLOps (Machine Learning Operations) concepts in a concise manner: * Model Registr...

Models, MLFlow, and Microsoft Fabric

Towards Data Science

Fabric Madness part 5 Image by author and ChatGPT. “Design an illustration, with imagery representing multiple machine learning models, focusing on basketball data” prompt. ChatGPT, 4, OpenAI, 25th A...

Advent of 2022, Day 14 – Registering the models

R-bloggers

In the series of Azure Machine Learning posts: Important asset is the “Models” in navigation bar. This feature allows you to work with different model types -__ custom, MLflow, and Triton. What you do...

Build a Personal ML Model Registry with Replicate in 5 mins

Towards AI

Developer’s Guide to Hosting any ML Model and Charging for It Continue reading on Towards AI

AI Registers 101

Towards Data Science

Series on Responsible AI A short guide to designing and deploying ADS registers that enable meaningful transparency Source: image by the author Important note on nomenclature: While often referred to...

Model Validation

R-bloggers

Is this a “good” model? How to validate a model and determine whether it’s a good representation of the training data and likely to produce robust and reliable predictions. Continue reading: Model Val...

Models and databases

Django documentation

A model is the single, definitive source of information about your data. It contains the essential fields and behaviors of the data you’re storing. Generally, each model maps to a single database tabl...

Model Validation

Kaggle Learn Courses

You've built a model. But how good is it? In this lesson, you will learn to use model validation to measure the quality of your model. Measuring model quality is the key to iteratively improving your ...

Model Validation

Kaggle Learn Courses

You've built a model. But how good is it? In this lesson, you will learn to use model validation to measure the quality of your model. Measuring model quality is the key to iteratively improving your ...